Upload 22 files

maithili_latest/female/model/config.yaml

@@ -0,0 +1,307 @@
+config: conf/tuning/train_fastspeech2.yaml
+print_config: false
+log_level: INFO
+drop_last_iter: false
+dry_run: false
+iterator_type: sequence
+valid_iterator_type: null
+output_dir: exp/tts_train_fastspeech2_raw_char_None
+ngpu: 1
+seed: 0
+num_workers: 1
+num_att_plot: 3
+dist_backend: nccl
+dist_init_method: env://
+dist_world_size: null
+dist_rank: null
+local_rank: 0
+dist_master_addr: null
+dist_master_port: null
+dist_launcher: null
+multiprocessing_distributed: false
+unused_parameters: false
+sharded_ddp: false
+use_deepspeed: false
+deepspeed_config: null
+cudnn_enabled: true
+cudnn_benchmark: false
+cudnn_deterministic: true
+use_tf32: false
+collect_stats: false
+write_collected_feats: false
+max_epoch: 1000
+patience: null
+val_scheduler_criterion:
+- valid
+- loss
+early_stopping_criterion:
+- valid
+- loss
+- min
+best_model_criterion:
+-   - valid
+    - loss
+    - min
+-   - train
+    - loss
+    - min
+keep_nbest_models: 5
+nbest_averaging_interval: 0
+grad_clip: 1.0
+grad_clip_type: 2.0
+grad_noise: false
+accum_grad: 8
+no_forward_run: false
+resume: true
+train_dtype: float32
+use_amp: false
+log_interval: null
+use_matplotlib: true
+use_tensorboard: true
+create_graph_in_tensorboard: false
+use_wandb: false
+wandb_project: null
+wandb_id: null
+wandb_entity: null
+wandb_name: null
+wandb_model_log_interval: -1
+detect_anomaly: false
+use_adapter: false
+adapter: lora
+save_strategy: all
+adapter_conf: {}
+pretrain_path: null
+init_param: []
+ignore_init_mismatch: false
+freeze_param: []
+num_iters_per_epoch: 800
+batch_size: 20
+valid_batch_size: null
+batch_bins: 3000000
+valid_batch_bins: null
+category_sample_size: 10
+train_shape_file:
+- exp/tts_stats_raw_char_None/train/text_shape.char
+- exp/tts_stats_raw_char_None/train/speech_shape
+valid_shape_file:
+- exp/tts_stats_raw_char_None/valid/text_shape.char
+- exp/tts_stats_raw_char_None/valid/speech_shape
+batch_type: numel
+valid_batch_type: null
+fold_length:
+- 150
+- 819200
+sort_in_batch: descending
+shuffle_within_batch: false
+sort_batch: descending
+multiple_iterator: false
+chunk_length: 500
+chunk_shift_ratio: 0.5
+num_cache_chunks: 1024
+chunk_excluded_key_prefixes: []
+chunk_default_fs: null
+chunk_max_abs_length: null
+chunk_discard_short_samples: true
+train_data_path_and_name_and_type:
+-   - dump/raw/tr_no_dev/text
+    - text
+    - text
+-   - duration_info/tr_no_dev/durations
+    - durations
+    - text_int
+-   - dump/raw/tr_no_dev/wav.scp
+    - speech
+    - sound
+-   - exp/tts_stats_raw_char_None/train/collect_feats/pitch.scp
+    - pitch
+    - npy
+-   - exp/tts_stats_raw_char_None/train/collect_feats/energy.scp
+    - energy
+    - npy
+valid_data_path_and_name_and_type:
+-   - dump/raw/dev/text
+    - text
+    - text
+-   - duration_info/dev/durations
+    - durations
+    - text_int
+-   - dump/raw/dev/wav.scp
+    - speech
+    - sound
+-   - exp/tts_stats_raw_char_None/valid/collect_feats/pitch.scp
+    - pitch
+    - npy
+-   - exp/tts_stats_raw_char_None/valid/collect_feats/energy.scp
+    - energy
+    - npy
+multi_task_dataset: false
+allow_variable_data_keys: false
+max_cache_size: 0.0
+max_cache_fd: 32
+allow_multi_rates: false
+valid_max_cache_size: null
+exclude_weight_decay: false
+exclude_weight_decay_conf: {}
+optim: adam
+optim_conf:
+    lr: 1.0
+scheduler: noamlr
+scheduler_conf:
+    model_size: 384
+    warmup_steps: 4000
+token_list:
+- <blank>
+- <unk>
+- <space>
+- a
+- A
+- k
+- i
+- r
+- E
+- n
+- l
+- t
+- s
+- h
+- m
+- p
+- q
+- I
+- b
+- o
+- y
+- $
+- .
+- u
+- w
+- d
+- j
+- C
+- g
+- ','
+- ऐ
+- B
+- M
+- ट
+- c
+- थ
+- श
+- U
+- ख
+- ध
+- ष
+- ऽ
+- ण
+- D
+- ड
+- ठ
+- औ
+- P
+- घ
+- R
+- J
+- T
+- ञ
+- H
+- ङ
+- ढ
+- ऑ
+- ऍ
+- Y
+- z
+- ള
+- र
+- न
+- क
+- <sos/eos>
+odim: null
+model_conf: {}
+use_preprocessor: true
+token_type: char
+bpemodel: null
+non_linguistic_symbols: null
+cleaner: null
+g2p: null
+feats_extract: fbank
+feats_extract_conf:
+    n_fft: 8192
+    hop_length: 1024
+    win_length: 4096
+    fs: 48000
+    fmin: 0
+    fmax: 24000
+    n_mels: 160
+normalize: global_mvn
+normalize_conf:
+    stats_file: exp/tts_stats_raw_char_None/train/feats_stats.npz
+tts: fastspeech2
+tts_conf:
+    adim: 384
+    aheads: 2
+    elayers: 4
+    eunits: 1536
+    dlayers: 4
+    dunits: 1536
+    positionwise_layer_type: conv1d
+    positionwise_conv_kernel_size: 3
+    duration_predictor_layers: 2
+    duration_predictor_chans: 256
+    duration_predictor_kernel_size: 3
+    postnet_layers: 5
+    postnet_filts: 5
+    postnet_chans: 256
+    use_masking: true
+    use_scaled_pos_enc: true
+    encoder_normalize_before: true
+    decoder_normalize_before: true
+    reduction_factor: 1
+    init_type: xavier_uniform
+    init_enc_alpha: 1.0
+    init_dec_alpha: 1.0
+    transformer_enc_dropout_rate: 0.2
+    transformer_enc_positional_dropout_rate: 0.2
+    transformer_enc_attn_dropout_rate: 0.2
+    transformer_dec_dropout_rate: 0.2
+    transformer_dec_positional_dropout_rate: 0.2
+    transformer_dec_attn_dropout_rate: 0.2
+    pitch_predictor_layers: 5
+    pitch_predictor_chans: 256
+    pitch_predictor_kernel_size: 5
+    pitch_predictor_dropout: 0.5
+    pitch_embed_kernel_size: 1
+    pitch_embed_dropout: 0.0
+    stop_gradient_from_pitch_predictor: true
+    energy_predictor_layers: 2
+    energy_predictor_chans: 256
+    energy_predictor_kernel_size: 3
+    energy_predictor_dropout: 0.5
+    energy_embed_kernel_size: 1
+    energy_embed_dropout: 0.0
+    stop_gradient_from_energy_predictor: false
+pitch_extract: dio
+pitch_extract_conf:
+    fs: 48000
+    n_fft: 8192
+    hop_length: 1024
+    f0max: 350
+    f0min: 40
+    reduction_factor: 1
+pitch_normalize: global_mvn
+pitch_normalize_conf:
+    stats_file: exp/tts_stats_raw_char_None/train/pitch_stats.npz
+energy_extract: energy
+energy_extract_conf:
+    fs: 48000
+    n_fft: 8192
+    hop_length: 1024
+    win_length: 4096
+    reduction_factor: 1
+energy_normalize: global_mvn
+energy_normalize_conf:
+    stats_file: exp/tts_stats_raw_char_None/train/energy_stats.npz
+required:
+- output_dir
+- token_list
+version: '202409'
+distributed: false

maithili_latest/female/model/energy_stats.npz

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maithili_latest/female/model/feats_stats.npz

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maithili_latest/female/model/model.pth

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maithili_latest/female/model/pitch_stats.npz

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maithili_latest/male/model/config.yaml

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+config: conf/tuning/train_fastspeech2.yaml
+print_config: false
+log_level: INFO
+drop_last_iter: false
+dry_run: false
+iterator_type: sequence
+valid_iterator_type: null
+output_dir: exp/tts_train_fastspeech2_raw_char_None
+ngpu: 1
+seed: 0
+num_workers: 1
+num_att_plot: 3
+dist_backend: nccl
+dist_init_method: env://
+dist_world_size: null
+dist_rank: null
+local_rank: 0
+dist_master_addr: null
+dist_master_port: null
+dist_launcher: null
+multiprocessing_distributed: false
+unused_parameters: false
+sharded_ddp: false
+use_deepspeed: false
+deepspeed_config: null
+cudnn_enabled: true
+cudnn_benchmark: false
+cudnn_deterministic: true
+use_tf32: false
+collect_stats: false
+write_collected_feats: false
+max_epoch: 1000
+patience: null
+val_scheduler_criterion:
+- valid
+- loss
+early_stopping_criterion:
+- valid
+- loss
+- min
+best_model_criterion:
+-   - valid
+    - loss
+    - min
+-   - train
+    - loss
+    - min
+keep_nbest_models: 5
+nbest_averaging_interval: 0
+grad_clip: 1.0
+grad_clip_type: 2.0
+grad_noise: false
+accum_grad: 8
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+resume: true
+train_dtype: float32
+use_amp: false
+log_interval: null
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+use_tensorboard: true
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+wandb_model_log_interval: -1
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+use_adapter: false
+adapter: lora
+save_strategy: all
+adapter_conf: {}
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+init_param: []
+ignore_init_mismatch: false
+freeze_param: []
+num_iters_per_epoch: 800
+batch_size: 20
+valid_batch_size: null
+batch_bins: 3000000
+valid_batch_bins: null
+category_sample_size: 10
+train_shape_file:
+- exp/tts_stats_raw_char_None/train/text_shape.char
+- exp/tts_stats_raw_char_None/train/speech_shape
+valid_shape_file:
+- exp/tts_stats_raw_char_None/valid/text_shape.char
+- exp/tts_stats_raw_char_None/valid/speech_shape
+batch_type: numel
+valid_batch_type: null
+fold_length:
+- 150
+- 819200
+sort_in_batch: descending
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+chunk_default_fs: null
+chunk_max_abs_length: null
+chunk_discard_short_samples: true
+train_data_path_and_name_and_type:
+-   - dump/raw/tr_no_dev/text
+    - text
+    - text
+-   - duration_info/tr_no_dev/durations
+    - durations
+    - text_int
+-   - dump/raw/tr_no_dev/wav.scp
+    - speech
+    - sound
+-   - exp/tts_stats_raw_char_None/train/collect_feats/pitch.scp
+    - pitch
+    - npy
+-   - exp/tts_stats_raw_char_None/train/collect_feats/energy.scp
+    - energy
+    - npy
+valid_data_path_and_name_and_type:
+-   - dump/raw/dev/text
+    - text
+    - text
+-   - duration_info/dev/durations
+    - durations
+    - text_int
+-   - dump/raw/dev/wav.scp
+    - speech
+    - sound
+-   - exp/tts_stats_raw_char_None/valid/collect_feats/pitch.scp
+    - pitch
+    - npy
+-   - exp/tts_stats_raw_char_None/valid/collect_feats/energy.scp
+    - energy
+    - npy
+multi_task_dataset: false
+allow_variable_data_keys: false
+max_cache_size: 0.0
+max_cache_fd: 32
+allow_multi_rates: false
+valid_max_cache_size: null
+exclude_weight_decay: false
+exclude_weight_decay_conf: {}
+optim: adam
+optim_conf:
+    lr: 1.0
+scheduler: noamlr
+scheduler_conf:
+    model_size: 384
+    warmup_steps: 4000
+token_list:
+- <blank>
+- <unk>
+- <space>
+- a
+- A
+- k
+- i
+- r
+- E
+- n
+- l
+- t
+- s
+- h
+- m
+- p
+- q
+- I
+- b
+- o
+- y
+- $
+- .
+- u
+- w
+- d
+- j
+- C
+- g
+- ','
+- ऐ
+- B
+- M
+- ट
+- c
+- थ
+- श
+- U
+- ख
+- ध
+- ष
+- ऽ
+- ण
+- D
+- ड
+- ठ
+- P
+- औ
+- R
+- घ
+- J
+- T
+- ञ
+- H
+- ङ
+- ढ
+- ऑ
+- ऍ
+- Y
+- z
+- ള
+- र
+- क
+- f
+- K
+- <sos/eos>
+odim: null
+model_conf: {}
+use_preprocessor: true
+token_type: char
+bpemodel: null
+non_linguistic_symbols: null
+cleaner: null
+g2p: null
+feats_extract: fbank
+feats_extract_conf:
+    n_fft: 8192
+    hop_length: 1024
+    win_length: 4096
+    fs: 48000
+    fmin: 0
+    fmax: 24000
+    n_mels: 160
+normalize: global_mvn
+normalize_conf:
+    stats_file: exp/tts_stats_raw_char_None/train/feats_stats.npz
+tts: fastspeech2
+tts_conf:
+    adim: 384
+    aheads: 2
+    elayers: 4
+    eunits: 1536
+    dlayers: 4
+    dunits: 1536
+    positionwise_layer_type: conv1d
+    positionwise_conv_kernel_size: 3
+    duration_predictor_layers: 2
+    duration_predictor_chans: 256
+    duration_predictor_kernel_size: 3
+    postnet_layers: 5
+    postnet_filts: 5
+    postnet_chans: 256
+    use_masking: true
+    use_scaled_pos_enc: true
+    encoder_normalize_before: true
+    decoder_normalize_before: true
+    reduction_factor: 1
+    init_type: xavier_uniform
+    init_enc_alpha: 1.0
+    init_dec_alpha: 1.0
+    transformer_enc_dropout_rate: 0.2
+    transformer_enc_positional_dropout_rate: 0.2
+    transformer_enc_attn_dropout_rate: 0.2
+    transformer_dec_dropout_rate: 0.2
+    transformer_dec_positional_dropout_rate: 0.2
+    transformer_dec_attn_dropout_rate: 0.2
+    pitch_predictor_layers: 5
+    pitch_predictor_chans: 256
+    pitch_predictor_kernel_size: 5
+    pitch_predictor_dropout: 0.5
+    pitch_embed_kernel_size: 1
+    pitch_embed_dropout: 0.0
+    stop_gradient_from_pitch_predictor: true
+    energy_predictor_layers: 2
+    energy_predictor_chans: 256
+    energy_predictor_kernel_size: 3
+    energy_predictor_dropout: 0.5
+    energy_embed_kernel_size: 1
+    energy_embed_dropout: 0.0
+    stop_gradient_from_energy_predictor: false
+pitch_extract: dio
+pitch_extract_conf:
+    fs: 48000
+    n_fft: 8192
+    hop_length: 1024
+    f0max: 350
+    f0min: 40
+    reduction_factor: 1
+pitch_normalize: global_mvn
+pitch_normalize_conf:
+    stats_file: exp/tts_stats_raw_char_None/train/pitch_stats.npz
+energy_extract: energy
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+    fs: 48000
+    n_fft: 8192
+    hop_length: 1024
+    win_length: 4096
+    reduction_factor: 1
+energy_normalize: global_mvn
+energy_normalize_conf:
+    stats_file: exp/tts_stats_raw_char_None/train/energy_stats.npz
+required:
+- output_dir
+- token_list
+version: '202409'
+distributed: false

maithili_latest/male/model/energy_stats.npz

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maithili_latest/male/model/feats_stats.npz

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maithili_latest/male/model/model.pth

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malayalam_latest/female/model/config.yaml

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+config: conf/tuning/train_fastspeech2.yaml
+print_config: false
+log_level: INFO
+drop_last_iter: false
+dry_run: false
+iterator_type: sequence
+valid_iterator_type: null
+output_dir: exp/tts_train_fastspeech2_raw_char_None
+ngpu: 1
+seed: 0
+num_workers: 1
+num_att_plot: 3
+dist_backend: nccl
+dist_init_method: env://
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+sharded_ddp: false
+cudnn_enabled: true
+cudnn_benchmark: false
+cudnn_deterministic: true
+collect_stats: false
+write_collected_feats: false
+max_epoch: 1000
+patience: null
+val_scheduler_criterion:
+- valid
+- loss
+early_stopping_criterion:
+- valid
+- loss
+- min
+best_model_criterion:
+-   - valid
+    - loss
+    - min
+-   - train
+    - loss
+    - min
+keep_nbest_models: 5
+nbest_averaging_interval: 0
+grad_clip: 1.0
+grad_clip_type: 2.0
+grad_noise: false
+accum_grad: 8
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+resume: true
+train_dtype: float32
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+use_matplotlib: true
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+- exp/tts_stats_raw_char_None/train/text_shape.char
+- exp/tts_stats_raw_char_None/train/speech_shape
+valid_shape_file:
+- exp/tts_stats_raw_char_None/valid/text_shape.char
+- exp/tts_stats_raw_char_None/valid/speech_shape
+batch_type: numel
+valid_batch_type: null
+fold_length:
+- 150
+- 819200
+sort_in_batch: descending
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+chunk_excluded_key_prefixes: []
+chunk_default_fs: null
+chunk_max_abs_length: null
+chunk_discard_short_samples: true
+train_data_path_and_name_and_type:
+-   - dump/raw/tr_no_dev/text
+    - text
+    - text
+-   - duration_info/tr_no_dev/durations
+    - durations
+    - text_int
+-   - dump/raw/tr_no_dev/wav.scp
+    - speech
+    - sound
+-   - exp/tts_stats_raw_char_None/train/collect_feats/pitch.scp
+    - pitch
+    - npy
+-   - exp/tts_stats_raw_char_None/train/collect_feats/energy.scp
+    - energy
+    - npy
+valid_data_path_and_name_and_type:
+-   - dump/raw/dev/text
+    - text
+    - text
+-   - duration_info/dev/durations
+    - durations
+    - text_int
+-   - dump/raw/dev/wav.scp
+    - speech
+    - sound
+-   - exp/tts_stats_raw_char_None/valid/collect_feats/pitch.scp
+    - pitch
+    - npy
+-   - exp/tts_stats_raw_char_None/valid/collect_feats/energy.scp
+    - energy
+    - npy
+allow_variable_data_keys: false
+max_cache_size: 0.0
+max_cache_fd: 32
+allow_multi_rates: false
+valid_max_cache_size: null
+exclude_weight_decay: false
+exclude_weight_decay_conf: {}
+optim: adam
+optim_conf:
+    lr: 1.0
+scheduler: noamlr
+scheduler_conf:
+    model_size: 384
+    warmup_steps: 4000
+token_list:
+- <blank>
+- <unk>
+- <space>
+- $
+- ','
+- .
+- M
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+feats_extract: fbank
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+    fs: 48000
+    fmin: 0
+    fmax: 24000
+    n_mels: 160
+normalize: global_mvn
+normalize_conf:
+    stats_file: exp/tts_stats_raw_char_None/train/feats_stats.npz
+tts: fastspeech2
+tts_conf:
+    adim: 384
+    aheads: 2
+    elayers: 4
+    eunits: 1536
+    dlayers: 4
+    dunits: 1536
+    positionwise_layer_type: conv1d
+    positionwise_conv_kernel_size: 3
+    duration_predictor_layers: 2
+    duration_predictor_chans: 256
+    duration_predictor_kernel_size: 3
+    postnet_layers: 5
+    postnet_filts: 5
+    postnet_chans: 256
+    use_masking: true
+    use_scaled_pos_enc: true
+    encoder_normalize_before: true
+    decoder_normalize_before: true
+    reduction_factor: 1
+    init_type: xavier_uniform
+    init_enc_alpha: 1.0
+    init_dec_alpha: 1.0
+    transformer_enc_dropout_rate: 0.2
+    transformer_enc_positional_dropout_rate: 0.2
+    transformer_enc_attn_dropout_rate: 0.2
+    transformer_dec_dropout_rate: 0.2
+    transformer_dec_positional_dropout_rate: 0.2
+    transformer_dec_attn_dropout_rate: 0.2
+    pitch_predictor_layers: 5
+    pitch_predictor_chans: 256
+    pitch_predictor_kernel_size: 5
+    pitch_predictor_dropout: 0.5
+    pitch_embed_kernel_size: 1
+    pitch_embed_dropout: 0.0
+    stop_gradient_from_pitch_predictor: true
+    energy_predictor_layers: 2
+    energy_predictor_chans: 256
+    energy_predictor_kernel_size: 3
+    energy_predictor_dropout: 0.5
+    energy_embed_kernel_size: 1
+    energy_embed_dropout: 0.0
+    stop_gradient_from_energy_predictor: false
+pitch_extract: dio
+pitch_extract_conf:
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+    n_fft: 8192
+    hop_length: 1024
+    f0max: 400
+    f0min: 80
+    reduction_factor: 1
+pitch_normalize: global_mvn
+pitch_normalize_conf:
+    stats_file: exp/tts_stats_raw_char_None/train/pitch_stats.npz
+energy_extract: energy
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+    n_fft: 8192
+    hop_length: 1024
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+    reduction_factor: 1
+energy_normalize: global_mvn
+energy_normalize_conf:
+    stats_file: exp/tts_stats_raw_char_None/train/energy_stats.npz
+required:
+- output_dir
+- token_list
+version: '202402'
+distributed: true

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+shuffled_train_malayalam_female_mono_09125 $tAङkaളuटe,udyamattin ellA BAwukaङङaളuq nErunnu.
+shuffled_train_malayalam_female_mono_09126 $samIpamuളളa pUntOटटattilninn mantrAlayattin nEre weटiwepp naटattiyiटटAण muखaqmUटi धaricca nUरOളaq pEർ mantrAlayaq nEriटटAkramiccat.
+shuffled_train_malayalam_female_mono_09127 $wEणटamakkaളE atuwEणटa.
+shuffled_train_malayalam_female_mono_09128 $pratyEka sAmpattika mEखala praशnattil muखyamantriyuटe wasatiykku nEre kalleरiञञa saqघatteyuq piटiccu.
+shuffled_train_malayalam_female_mono_09129 $seNरaർ Poർ iNरaरasरर liररigEषaN enna saqघaटana samaർppicca potu tAtparya haർjiyilAणu suprIqkOटati kaZiञञa diwasaq nOटटIs ayaccat.
+shuffled_train_malayalam_female_mono_09130 $seൽmayuटe cOdyaङङaൾkk ञAnAणO uttaraq naൽkEणटat,awaളEkkAൾ nalloru BaർttAwAkAN enikku kaZiञञuwO enn nInayAण ini wyaktamAkkEणटat.
+shuffled_train_malayalam_female_mono_09131 $bऐju yaथAർtथattiൽ eNरe jyEषठaNरe makaNरe makanAणO enn enikkaरiyAN mOhamuणट.
+shuffled_train_malayalam_female_mono_09132 $mikkawAरuq hऐndawa gRhaङङaളiluq,kषEtraङङaളiluq sanधyAsamayatt rAmAyaणaq wAyikkunnat धArAളamAyi kaणटiटटuणट.
+shuffled_train_malayalam_female_mono_09133 $dEशmuखiNरe makaN amit dEशmuख lAttUरiluq षiNडEyuटe makaൾ praणEti षiNडE षOlAppurumAण sIररin शramikkunnat.
+shuffled_train_malayalam_female_mono_09134 $nI addEhattinरe BAryEq kuटटyOളEq paटटiणikkiटटallEटi drOhi.
+shuffled_train_malayalam_female_mono_09135 $madyapicc klAsiൽ ettiyatin oटटEरe widyAർtथikaളe skUളiൽ ninnuq kOളEjiൽ ninnuq puरattAkkiya saqBawaङङaൾ kEraളattiൽ uणटAyiटटuणट.
+shuffled_train_malayalam_female_mono_09136 $kiटAwukaൾkk mUnnu leyaरuളളa kOटटukaളAण naൽkuka.
+shuffled_train_malayalam_female_mono_09137 $oru pawaN ABaraणaq wAङङAN,rUpa wEणaq kocci kEraളattiൽ pawaN wila tiङkaളAZca raणटtawaणa waർdधiccu.
+shuffled_train_malayalam_female_mono_09138 $ऐटiऐ टrayinikaൾkk saർkkAർ sAङkEtika winimaya paripAटi naटattunnu.
+shuffled_train_malayalam_female_mono_09139 $ciriniyuटe welluwiളi EtAnuq inaङङaൾkku शEषaq kaरutta sUटट धAriyAya sAyp sAwakAशaq रiङङilEkk naटannu wannu.
+shuffled_train_malayalam_female_mono_09140 $ann sanधyakkuq pinne kuरe sanधyakaളiluq rAjane AliNcuwaटटiൽ kaणटilla.
+shuffled_train_malayalam_female_mono_09141 $eZupattiyeटट aNpattiyeटट kAlaघaटटattil perumAररakkAranu wEणटiyuളളa cintayuटe paളളikkUटaq wikasippicceटukkAN nAyakasथAnaq wahicca manHaशAstrajञanAण waधikkappeटटat.
+shuffled_train_malayalam_female_mono_09142 $ennAൽ itin AधAramAyi caटटamO,saർkkAർ uttarawO cUणटikkAटटAN haർjikkAran sAधicciटटillenn kOटati wilayirutti.
+shuffled_train_malayalam_female_mono_09143 $appOൾ jAbu paरaञञu.
+shuffled_train_malayalam_female_mono_09144 $शशeटA walla mUlakkaटayiluq palOञञanaq kaccOटaq ceyta aटaङङikkaZiyAmennu wicAriccAl sammatikkattillennu waccAl entu ceyyuq.
+shuffled_train_malayalam_female_mono_09145 $skarInil JAർखaणड enn teളiyunnu.
+shuffled_train_malayalam_female_mono_09146 $mukundan awAർड kiटटiya diwasatte patraq nOkkuka jOർj jOsaPin BAskara awAർड.
+shuffled_train_malayalam_female_mono_09147 $jIwitawuq pOrAटटa caritrawuq anAwaraणaq ceyyunnat mEളayuटe kऔtukaq tanne.
+shuffled_train_malayalam_female_mono_09148 $es eq satIष kumAർ,amRta ramEष kumAർ enniwaർ wannu.
+shuffled_train_malayalam_female_mono_09149 $cUटu paरakkunna cOरinरe mumpiൽ ञAN irikkunnatuq maररuq.
+shuffled_train_malayalam_female_mono_09150 $keटटupiणaञञa kadaqbaqsaङkaटawuq santOषawuq wiशwAsawuq sandEhawuq kUटiccEർnna ittaraq cirikaൾ si.
+shuffled_train_malayalam_female_mono_09151 $lOksaBA teraञञeटuppiൽ kऐwaricca nEटटattiNरe aटuttettAN pOluq yuडiePinu kaZiञञilla.
+shuffled_train_malayalam_female_mono_09152 $शawamAyat tanikku priyappeटटa nAraणappa ennuwecc jIwitaq atOटe kaटapuZaङङi ennonnuq awaൾ karutiyilla.
+shuffled_train_malayalam_female_mono_09153 $AटटiNkuटटikku pakaraq orAटine naൽkAmennu paरaञञiटटuq awaN waZaङङiyilla.
+shuffled_train_malayalam_female_mono_09154 $rAwile tuटaङङi uccaware naटanniटटuq Aruq mAmpaZaq wAङङiyilla.
+shuffled_train_malayalam_female_mono_09155 $cila pustakaङङaൾ kऐyileटutt ayAൾ BaktipUർwaq tiriccuq maरiccuq nOkki.
+shuffled_train_malayalam_female_mono_09156 $swakArya wAhanaq malayiliटiccu patinAl yAtrakkAർ antariccu.
+shuffled_train_malayalam_female_mono_09157 $bies aqgIkAraq laBicca sisi टaർ bO डIsaൽ eNjinAणita.
+shuffled_train_malayalam_female_mono_09158 $kuरukkanOटuq jAbu paरaञञu.
+shuffled_train_malayalam_female_mono_09159 $A caषakattiൽ niरaye mEൽttaraq madyamuणट.
+shuffled_train_malayalam_female_mono_09160 $BUripakषawuq amErikkaN pऔranmAruളളa sinimA nirUpaणa saqघaटanayAण akkAडami oP mOषaN pikcEZs.
+shuffled_train_malayalam_female_mono_09161 $kAशmIർ Agast skarInil kAशmIrinरe AkAशakkAZca.
+shuffled_train_malayalam_female_mono_09162 $kutikAൽ mAtraq nilatt taटटuq wiधaq kAliNरe paटaq uyaർttiniർtti taटटuka.
+shuffled_train_malayalam_female_mono_09163 $niraणattu kattaङङaളuq ceङङannUർkkAruq OmallUർkkAruq kuryaN kattanAruq piളളEruq nannAlupEru mAरimAरi ninnu.
+shuffled_train_malayalam_female_mono_09164 $saqskaraणaq mAtR prakandaङङaളuq laघu prakandaङङaളuq pratyEkaq pratyEkaq wEwikkaणaq.
+shuffled_train_malayalam_female_mono_09165 $atu malayAളattil टऐppu ceytu ayaccu taraणamennu wicArikkunnu.
+shuffled_train_malayalam_female_mono_09166 $डikk nEriटट aडmiषaN nEटi wAPikaൾ.
+shuffled_train_malayalam_female_mono_09167 $suniൽ nAyikkiNरe prऐwaरर asisररaNरAya muhammad saliq ahAsanAण piटiyilAyat.
+shuffled_train_malayalam_female_mono_09168 $parikkiൽ ninn mOcitanAyi Oppaणaർ gऔtaq gaqBIർ टImiൽ tiriccettiyat bAररiङ karutt waർधippikkumenn धOni cUणटikkAटटi.
+shuffled_train_malayalam_female_mono_09169 $kaणणIർwAtakaq upayOgiccat sEnayakk tiriccaटiyAyatAyi dRksAkषikaൾ paरaञञu.
+shuffled_train_malayalam_female_mono_09170 $pinne AटippAटi ullasicc nEraq kaZikkuq.
+shuffled_train_malayalam_female_mono_09171 $enरe paशukkaളeyO,ninरe paशukkaളeyuq ञAN upadrawikkillenn nUरuwaटटaq satyaq ceyyunnu.
+shuffled_train_malayalam_female_mono_09172 $spOർटs lऐP Piररnas senरaरukaൾ saqsथAnatt oNpat sथalaङङaളiൽ prawaർttikkunnu.
+shuffled_train_malayalam_female_mono_09173 $janapriya tAraङङaൾ ettiyeङkiluq paटटikayil cEർttiटटilla.
+shuffled_train_malayalam_female_mono_09174 $sanyAsinI samUhaq paramOnnata padawiyilEkk.
+shuffled_train_malayalam_female_mono_09175 $kuളippicc kuളippicc kuटटiyillAtAyi.
+shuffled_train_malayalam_female_mono_09176 $weളളattinu mukaളiൽ kiटann wiളaञञ waञciyilO maररO pOyi koyteटukkAq.
+shuffled_train_malayalam_female_mono_09177 $puञcirikkunna kaणणukaളOटe शऐla रObaർटटiNरe cumaliൽ talawaccu koटuttu.
+shuffled_train_malayalam_female_mono_09178 $si kku mukaളiluളളa lakषwaरi wAhanaङङaളiൽ ninnellAq waൺ टऐq डiररaरaNर PIyAyi rUpa wItaq IटAkkAnuq niർdEशamuणट.
+shuffled_train_malayalam_female_mono_09179 $aखilEntyA kaणakkumAyi tAratamyaq ceyyumpOൾ kEraളattiൽ janasAndrata kUटutaൽ Aण kEraളaq.
+shuffled_train_malayalam_female_mono_09180 $aङङiwane konnu tinnOളU.
+shuffled_train_malayalam_female_mono_09181 $it accaटicca pustaka rUpattiൽ uणटAwEणटatAण.
+shuffled_train_malayalam_female_mono_09182 $nirawaधi wऐtaraणi kaटannAण saർkkas munnOटटupOyat.
+shuffled_train_malayalam_female_mono_09183 $aङङane waraटटe,ञAnuq डOkटaरuटe ciriyiൽ paङku cEർnnu.
+shuffled_train_malayalam_female_mono_09184 $ayAൾ saqखya paरaञञappOൾ wAटट,irupattaञc rUpayO,nAyanAർ atButaq kUरi.
+shuffled_train_malayalam_female_mono_09185 $awanरe karacciluq paरacciluq kEटट maञञa niरamuളളa oru kuञञikkiളi awiटe paरannetti.
+shuffled_train_malayalam_female_mono_09186 $maൺkUटटinakatt paZukkAN wecca paZattiNरe ganधaq niरaञञa,wIटटile OrO muरiyiluq cEccimma OटiyOटi naटannu.
+shuffled_train_malayalam_female_mono_09187 $डeyൽ sररeynuq mOणi mOർkkaluq wEgaqkoणट intyaN OppaणaർmAre parIkषicca nAlOwaरiൽninn nEटiya रaൺsAण intyayuटe Adya inniङs sampAdyaq.
+shuffled_train_malayalam_female_mono_09188 $enniटट bIർbalinOट cOdiccu,aङङ ituware enne kaणटiटटillalO.
+shuffled_train_malayalam_female_mono_09189 $anAmika enna wAkkin pErillAttat ennuq aർथamuणट.
+shuffled_train_malayalam_female_mono_09190 $wijayaq suniशcitaq enna pEril,pustakattinरe pariBAषa डi,si bukks.
+shuffled_train_malayalam_female_mono_09191 $रilayaNs iNडasटrIsiNरe aररAdAyattiൽ iटiw muqbऐ रilayaNs iNडasटrIsiNरe raणटAqpAda aररAdAyattiൽ iटiw.
+shuffled_train_malayalam_female_mono_09192 $ञAN oru peटटi eटuttu koणटu warAq namukk ippOൾ tanne ellAq peटटiyilAkki kiणaररiliटAq.
+shuffled_train_malayalam_female_mono_09193 $esinoppaq mantrisaBayiൽ prawaർttikkAN kaZiyilla enniwayAणu sipieq mantrimAർ unnayiccat.
+shuffled_train_malayalam_female_mono_09194 $ceटiyuटe puञciri kaणटu dEषyaq wanna maraq kUटutalonnuq paरayAte taNरe tirakkukaളiൽ muZuki.
+shuffled_train_malayalam_female_mono_09195 $keटटiटattin wAटaka koटutt caटaङङukaൾ naटattunnawaർ wila kuticcu kayaरunnatin iटayil itE wilaykk Uൺ nalkunnatin prayAsappeटukayAणenn paरayunnu.
+shuffled_train_malayalam_female_mono_09196 $awaൾ paरayunnu Epril na डOr bellaटiccu.
+shuffled_train_malayalam_female_mono_09197 $uparOधattin nEtRtwaq nalki.
+shuffled_train_malayalam_female_mono_09198 $itinaർtथaq tAङkaൾ kuZappakkAraN Aणennalla.
+shuffled_train_malayalam_female_mono_09199 $pinnIट kEndrIkaricc paणi tuटaङङiyatOटe sahakaricc prawaർttikkAnuq tuटaङङi.
+shuffled_train_malayalam_female_mono_09200 $Oskaർ wOटट ceyyAN रasUൽ pUkkuटटiyuq aटutta tawaणatte Oskaർ awAർड Aർkkennu niशcayikkAN raणट intyakkAർkkuq aधikAraq.
+shuffled_train_malayalam_female_mono_09201 $eZunnEररappOൾ alpaqmumpe kaणटa oru swapnaq mAtraq manassiluणट,maङङAte.
+shuffled_train_malayalam_female_mono_09202 $maraq kaणट kAट kAणAte pOkunna awasथa suprIqkOटatikk cilappOൾ uणटAkAरuणट.
+shuffled_train_malayalam_female_mono_09203 $januwari irupatOटe kUटutaൽ टrAkटaरukaൾ ayakkAnAण kaർषakaruटe tIrumAnaq.
+shuffled_train_malayalam_female_mono_09204 $atukoणटu mAtraq marikkAte rakषapeटटa palareyuq aरiyAq.
+shuffled_train_malayalam_female_mono_09205 $nAl rAjAkkanmAre kaणटa bIർbaൽ swayaq paरaञञu.
+shuffled_train_malayalam_female_mono_09206 $antittiriyaN aधikAriye wiളikkAN akattEykku pOyi.
+shuffled_train_malayalam_female_mono_09207 $kUൺ wiBawaङङaൾ etramAtraq AswAdyakaramAणennaरiyumO aरiyaणameङkil kaZicc nOkkuka tanne wEणaq.
+shuffled_train_malayalam_female_mono_09208 $padधatiyuटe PalamAyi AyirattOളaq tamiZ Aधunika kRtikaൾ Oppaൺडomeynil wannucEർnnu.
+shuffled_train_malayalam_female_mono_09209 $mAtApitAkkaൾ kUटutal samayaq kuटटikaളOटott cilawaZikkAN शradधikkaणaq.
+shuffled_train_malayalam_female_mono_09210 $nI pO,cenn enteङkiluq paणi ceyy,ippo enne oru nimiषaq weरutEwiटU.
+shuffled_train_malayalam_female_mono_09211 $saർkkAriNरe tIrumAnaq swayaq aटiccEൽppicca nAणakkEटAणennuq addEhaq kuररappeटutti.
+shuffled_train_malayalam_female_mono_09212 $talaशशEri nagarattiNरe waളaർccakk addEhaq ceyta saqBAwanakaൾ Aർkkuq maरakkuwAN kaZiyilla.
+shuffled_train_malayalam_female_mono_09213 $शRqgAraq,nIti,wऐrAgyaq ennI mUnnu wiषayaङङaളe aधikariccAण BaർtRhari शatakaङङaൾ racicciटटuളളat.
+shuffled_train_malayalam_female_mono_09214 $wIणटuq kalApAhwAnaq konnoटukkuka alleङkil swayaq cattoटuङङuka.

malayalam_latest/male/model/config.yaml

@@ -0,0 +1,315 @@
+accum_grad: 8
+adapter: lora
+adapter_conf: {}
+allow_multi_rates: false
+allow_variable_data_keys: false
+batch_bins: 3000000
+batch_size: 20
+batch_type: numel
+best_model_criterion:
+- - valid
+  - loss
+  - min
+- - train
+  - loss
+  - min
+bpemodel: null
+chunk_default_fs: null
+chunk_discard_short_samples: true
+chunk_excluded_key_prefixes: []
+chunk_length: 500
+chunk_max_abs_length: null
+chunk_shift_ratio: 0.5
+cleaner: null
+collect_stats: false
+config: conf/tuning/train_fastspeech2.yaml
+create_graph_in_tensorboard: false
+cudnn_benchmark: false
+cudnn_deterministic: true
+cudnn_enabled: true
+detect_anomaly: false
+dist_backend: nccl
+dist_init_method: env://
+dist_launcher: null
+dist_master_addr: localhost
+dist_master_port: 58359
+dist_rank: 0
+dist_world_size: 2
+distributed: true
+drop_last_iter: false
+dry_run: false
+early_stopping_criterion:
+- valid
+- loss
+- min
+energy_extract: energy
+energy_extract_conf:
+  fs: 48000
+  hop_length: 1024
+  n_fft: 8192
+  reduction_factor: 1
+  win_length: 4096
+energy_normalize: global_mvn
+energy_normalize_conf:
+  stats_file: /home/speech/Fastspeech2_latest models/Fastspeech2_HS/malayalam_latest/male/model/energy_stats.npz
+exclude_weight_decay: false
+exclude_weight_decay_conf: {}
+feats_extract: fbank
+feats_extract_conf:
+  fmax: 24000
+  fmin: 0
+  fs: 48000
+  hop_length: 1024
+  n_fft: 8192
+  n_mels: 160
+  win_length: 4096
+fold_length:
+- 150
+- 819200
+freeze_param: []
+g2p: null
+grad_clip: 1.0
+grad_clip_type: 2.0
+grad_noise: false
+ignore_init_mismatch: false
+init_param: []
+iterator_type: sequence
+keep_nbest_models: 5
+local_rank: 0
+log_interval: null
+log_level: INFO
+max_cache_fd: 32
+max_cache_size: 0.0
+max_epoch: 1000
+model_conf: {}
+multiple_iterator: false
+multiprocessing_distributed: true
+nbest_averaging_interval: 0
+ngpu: 1
+no_forward_run: false
+non_linguistic_symbols: null
+normalize: global_mvn
+normalize_conf:
+  stats_file: /home/speech/Fastspeech2_latest models/Fastspeech2_HS/malayalam_latest/male/model/feats_stats.npz
+num_att_plot: 3
+num_cache_chunks: 1024
+num_iters_per_epoch: 800
+num_workers: 1
+odim: null
+optim: adam
+optim_conf:
+  lr: 1.0
+output_dir: exp/tts_train_fastspeech2_raw_char_None
+patience: null
+pitch_extract: dio
+pitch_extract_conf:
+  f0max: 350
+  f0min: 40
+  fs: 48000
+  hop_length: 1024
+  n_fft: 8192
+  reduction_factor: 1
+pitch_normalize: global_mvn
+pitch_normalize_conf:
+  stats_file: /home/speech/Fastspeech2_latest models/Fastspeech2_HS/malayalam_latest/male/model/pitch_stats.npz
+pretrain_path: null
+print_config: false
+required:
+- output_dir
+- token_list
+resume: true
+save_strategy: all
+scheduler: noamlr
+scheduler_conf:
+  model_size: 384
+  warmup_steps: 4000
+seed: 0
+sharded_ddp: false
+shuffle_within_batch: false
+sort_batch: descending
+sort_in_batch: descending
+token_list:
+- <blank>
+- <unk>
+- <space>
+- $
+- ','
+- .
+- M
+- q
+- H
+- k
+- "\u0916"
+- g
+- "\u0918"
+- "\u0919"
+- c
+- C
+- j
+- J
+- "\u091E"
+- "\u091F"
+- "\u0920"
+- "\u0921"
+- "\u0922"
+- "\u0923"
+- t
+- "\u0925"
+- d
+- "\u0927"
+- n
+- "\u0929"
+- p
+- P
+- b
+- B
+- m
+- y
+- r
+- "\u0931"
+- l
+- "\u0D33"
+- Z
+- w
+- "\u0936"
+- "\u0937"
+- s
+- h
+- Y
+- "\u093D"
+- "\u0915"
+- K
+- G
+- z
+- D
+- T
+- f
+- "\u0960"
+- "\u0D7A"
+- N
+- "\u0D7C"
+- "\u0D7D"
+- "\u0D7E"
+- a
+- A
+- i
+- I
+- u
+- U
+- R
+- "\u090D"
+- e
+- E
+- "\u0910"
+- "\u0911"
+- o
+- O
+- "\u0914"
+- "\u0B89"
+- <sos/eos>
+token_type: char
+train_data_path_and_name_and_type:
+- - dump/raw/tr_no_dev/text
+  - text
+  - text
+- - duration_info/tr_no_dev/durations
+  - durations
+  - text_int
+- - dump/raw/tr_no_dev/wav.scp
+  - speech
+  - sound
+- - exp/tts_stats_raw_char_None/train/collect_feats/pitch.scp
+  - pitch
+  - npy
+- - exp/tts_stats_raw_char_None/train/collect_feats/energy.scp
+  - energy
+  - npy
+train_dtype: float32
+train_shape_file:
+- exp/tts_stats_raw_char_None/train/text_shape.char
+- exp/tts_stats_raw_char_None/train/speech_shape
+tts: fastspeech2
+tts_conf:
+  adim: 384
+  aheads: 2
+  decoder_normalize_before: true
+  dlayers: 4
+  dunits: 1536
+  duration_predictor_chans: 256
+  duration_predictor_kernel_size: 3
+  duration_predictor_layers: 2
+  elayers: 4
+  encoder_normalize_before: true
+  energy_embed_dropout: 0.0
+  energy_embed_kernel_size: 1
+  energy_predictor_chans: 256
+  energy_predictor_dropout: 0.5
+  energy_predictor_kernel_size: 3
+  energy_predictor_layers: 2
+  eunits: 1536
+  init_dec_alpha: 1.0
+  init_enc_alpha: 1.0
+  init_type: xavier_uniform
+  pitch_embed_dropout: 0.0
+  pitch_embed_kernel_size: 1
+  pitch_predictor_chans: 256
+  pitch_predictor_dropout: 0.5
+  pitch_predictor_kernel_size: 5
+  pitch_predictor_layers: 5
+  positionwise_conv_kernel_size: 3
+  positionwise_layer_type: conv1d
+  postnet_chans: 256
+  postnet_filts: 5
+  postnet_layers: 5
+  reduction_factor: 1
+  stop_gradient_from_energy_predictor: false
+  stop_gradient_from_pitch_predictor: true
+  transformer_dec_attn_dropout_rate: 0.2
+  transformer_dec_dropout_rate: 0.2
+  transformer_dec_positional_dropout_rate: 0.2
+  transformer_enc_attn_dropout_rate: 0.2
+  transformer_enc_dropout_rate: 0.2
+  transformer_enc_positional_dropout_rate: 0.2
+  use_masking: true
+  use_scaled_pos_enc: true
+unused_parameters: false
+use_adapter: false
+use_amp: false
+use_matplotlib: true
+use_preprocessor: true
+use_tensorboard: true
+use_wandb: false
+val_scheduler_criterion:
+- valid
+- loss
+valid_batch_bins: null
+valid_batch_size: null
+valid_batch_type: null
+valid_data_path_and_name_and_type:
+- - dump/raw/dev/text
+  - text
+  - text
+- - duration_info/dev/durations
+  - durations
+  - text_int
+- - dump/raw/dev/wav.scp
+  - speech
+  - sound
+- - exp/tts_stats_raw_char_None/valid/collect_feats/pitch.scp
+  - pitch
+  - npy
+- - exp/tts_stats_raw_char_None/valid/collect_feats/energy.scp
+  - energy
+  - npy
+valid_iterator_type: null
+valid_max_cache_size: null
+valid_shape_file:
+- exp/tts_stats_raw_char_None/valid/text_shape.char
+- exp/tts_stats_raw_char_None/valid/speech_shape
+version: '202402'
+wandb_entity: null
+wandb_id: null
+wandb_model_log_interval: -1
+wandb_name: null
+wandb_project: null
+write_collected_feats: false

malayalam_latest/male/model/energy_stats.npz

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+size 770

malayalam_latest/male/model/feats_stats.npz

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malayalam_latest/male/model/model.pth

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malayalam_latest/male/model/pitch_stats.npz

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malayalam_latest/male/model/text

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+shuffled_train_malayalam_male_mono_09922 $namaskAraq paളളiyil rAtri oNpataraykk naटakkuq.
+shuffled_train_malayalam_male_mono_09923 $nilayiൽ kEraളattile pऐङkiളi lOkattin mukundaNरe,awAർडlabधiyiൽ AnandAशrukkaൾ poZikkAN awakAशamuणट.
+shuffled_train_malayalam_male_mono_09924 $orAളinOटu namukku शaktamAya praणayaq tOnnunnuweङkiൽ kramEणa ayAളumAyi banधappeटटa ellAररinOटuq namukku praणayaq tOnnAq.
+shuffled_train_malayalam_male_mono_09925 $dumAru ayAളuटe puरake Oटi sAरE,dayawuceyt enikku nUरu rUpa tarU.
+shuffled_train_malayalam_male_mono_09926 $awiटe oru marattinरe cuwaटटil irunn nAlu nAyAटटukAർ madyapiccu.
+shuffled_train_malayalam_male_mono_09927 $ippOൾ kiटannuरaङङu snEhitA.
+shuffled_train_malayalam_male_mono_09928 $hAji acCaNरe puरatt onn uरakke taटटikkoणट ciriccu.
+shuffled_train_malayalam_male_mono_09929 $saखyaq maररoru weङkalawuq sammAniccu.
+shuffled_train_malayalam_male_mono_09930 $jOskuटटiyuq taङkaccanuq eZunnEरर oru waटटaq kUटi cuररi naटannu.
+shuffled_train_malayalam_male_mono_09931 $kammiषaNरe शupAർशakaൾ prakAraq paञcAyattukaൾ januwari onninu nilawiൽ wannu.
+shuffled_train_malayalam_male_mono_09932 $toटटupinnil raणटAq sथAnawuq mUnnAq sथAnawuq nEटi.
+shuffled_train_malayalam_male_mono_09933 $muraളiyuटe kAryattiൽ hऐkkamANडiNरe manasaरiyAN ramEश cennittala डaൽhiyiൽ tuटaruq.
+shuffled_train_malayalam_male_mono_09934 $tAnE APrikkaN rAjyamAya keniyayilEkk eटutta yAtrA टikkaरर रaddAkkAN शramicca yuwAwin naषटappeटटat aञcu lakषaq rUpa.
+shuffled_train_malayalam_male_mono_09935 $oru prayAsawuq kUटAte aङङane oളippOriൽ namukk शatrusऐnyatte wakawaruttAq.
+shuffled_train_malayalam_male_mono_09936 $kuटटikkuरukkanरe kऔशalaq.
+shuffled_train_malayalam_male_mono_09937 $Aरin enna nilayiൽ aञcAq dinaq kaളi tuटaङङiya dakषiणAPrikka Adya seषaniൽttanne tOൽwi EररuwAङङi.
+shuffled_train_malayalam_male_mono_09938 $cemmIN cAटiyAൽ muटटOളaq,pinnEq cAटiyAൽ caटटiyOളaq.
+shuffled_train_malayalam_male_mono_09939 $annatte nAटटukUटटaq aർkkadyakkOne saBayk aधipanAkki onnAq mAർtOmmA metrAnAyi wAZiccu.
+shuffled_train_malayalam_male_mono_09940 $namukku nammaളuटe शakti poypOkayuq ceyyunnu.
+shuffled_train_malayalam_male_mono_09941 $kEraളattiൽ Adyawaർषaq pratidinaq oru lakषaq liररaർ pAൽ wiररaZikkAnAण kampani lakषyamiटunnat.
+shuffled_train_malayalam_male_mono_09942 $paളളiyile,aटuppaq kramEणa hRdayaङङaൾ tammiluളളa aटuppamAyi mAरi.
+shuffled_train_malayalam_male_mono_09943 $niർdEशaङङaളuटe aटisथAnattilAyirikkaणaq ellA nagaraङङaളileyuq wikasana padधatikaൾ tayyAरAkkEणटat.
+shuffled_train_malayalam_male_mono_09944 $intyaykk ikkAryattiൽ oटटEरe tAtparyaङङaളuणट oटटEरe saqBAwanakaൾ naൽkAnuq sAधikkuq.
+shuffled_train_malayalam_male_mono_09945 $palataraq rOgaङङaൾkoणटuq ykka nAशaqpaररi grOtt hOർmOणukaൾkk kuरawu warAwunnatAण.
+shuffled_train_malayalam_male_mono_09946 $wala neyyAnuq aङङane iraye piटikkAnumonnuq awanoटटu tAlparyawumilla.
+shuffled_train_malayalam_male_mono_09947 $sAधyata munniൽ kaणट awaർ pariशramiccu.
+shuffled_train_malayalam_male_mono_09948 $kyAbiniNरe wAtiൽkkaൽ sररUളilirunn oru ceरuppakkAraN akatte saqBAषaणaङङaൾkk cewiyOർkkunnu.
+shuffled_train_malayalam_male_mono_09949 $buधaN शukraN BUmi cowwa enniङङane walippaq kuरaञञ sAndratayEरiya akaq grahaङङaളuq wyAZaq शani pOle wAtaka BImanmArAya grahaङङaളumE nawa grahaङङaളuटe kaणakkiluളളu.
+shuffled_train_malayalam_male_mono_09950 $aधiषठita mEखalakaളiൽ tAtparyaq waർधikkAnuq akषaya prOjakटilUटe sAधiccu.
+shuffled_train_malayalam_male_mono_09951 $sadudyamattil oru nimittamAkAN kaZiञञatil enikk cAritAർथyamuणट.
+shuffled_train_malayalam_male_mono_09952 $entA,शariyallE,kUटutalonnuq paरayAN niൽkkAte gawaർणणaरuq purOhitanuq sथalaq wiटटu.
+shuffled_train_malayalam_male_mono_09953 $aङङane samaർppikkunna Aളe aडwakkEरर Oൺ रekkOड ennAण paरayuka.
+shuffled_train_malayalam_male_mono_09954 $kOppaർmAरर Piniषiluളളa sOPररlऐरर gOൾड brokkEड sArikaളAण षimmaർlऐरर brokkEडsile praधAna inaq.
+shuffled_train_malayalam_male_mono_09955 $mariccaशEषaq wyaktikk pratyEkaq saqjञayilla ennatinaർtथaq jIwAtmAw,sUkषmaशarIraq tuटaङङiya saqjञakaൾ illennAण.
+shuffled_train_malayalam_male_mono_09956 $namastE,saqraqBattin sahAyaq ceyyAN ञAnuq tayyAरAण.
+shuffled_train_malayalam_male_mono_09957 $डE nऐरर matsaraq uccaykk mutaൽ niyO krikkaररiൽ tatsamayaq.
+shuffled_train_malayalam_male_mono_09958 $धArAളaq mati.
+shuffled_train_malayalam_male_mono_09959 $kUटAte wayass tikaञञatiNरe aटisथAnattiൽ Oളaq putiya wOटटaർmAർ wanniटटuणट.
+shuffled_train_malayalam_male_mono_09960 $yuरOyuटe wilakk tAZe swis PrAङkin wila nilaniർttAnAण seNटraൽ bAङkiNरe nIkkaq.
+shuffled_train_malayalam_male_mono_09961 $pariBAषa ke eN kuटटaN Aण ceytat.
+shuffled_train_malayalam_male_mono_09962 $saptaqbaർ na eyaർ intyA wimAnattiൽ kocciyiൽ wanniरaङङiya Aluwa swadEशiyAya yuwAwAण emigrEषaN pariशOधana kUटAte kaटannu pOyat.
+shuffled_train_malayalam_male_mono_09963 $PAsisattinरe caritrawuq sidधAntawuq kऐkAryaq ceyyunna pustakaq Aणit.
+shuffled_train_malayalam_male_mono_09964 $pakषE yAniyOट saqsAriccu tuटaङङiyappOൾ ennuwaccAൽ yAN saqsAriccu tuटaङङiyappOൾ awaൾkku tOnni lOkaq ennAൽ awaൾmAtraq.
+shuffled_train_malayalam_male_mono_09965 $kuररamillAtta raktatte waളare wIZicc guणamallAte pala kUटटawuq naटatti.
+shuffled_train_malayalam_male_mono_09966 $lOkaq cowwayiൽ ettumpOൾ nammuटe starIkaൾ iniyuq maरaykkuളളiൽ ninn puरattEkk wanniटटilla enn paरayunnatiൽ talakuniccu niൽkkU niङङaൾ.
+shuffled_train_malayalam_male_mono_09967 $sunIष,aटutta ibukk prOjakट AraqBikkumpOൾ aरiyikkAq.
+shuffled_train_malayalam_male_mono_09968 $wi शaङkaraN enna jemini शaङkaraN antariccu.
+shuffled_train_malayalam_male_mono_09969 $cuwappu kaणटatinAl pinnIट oNpatu pErumAyi kaളicc AशwAsaq nEटi.
+shuffled_train_malayalam_male_mono_09970 $ye mAररunnatin mantrikk niwEdanaq naൽkiyiटटuणटenn prasiडaNर anwEषaणa udyOgasथane aरiyiccu.
+shuffled_train_malayalam_male_mono_09971 $weളളaq oppiyeटutta Preyiq PAniNरe samIpattO,weyiൽ aटikkAte taणalilO miniटट nEraq waccirunnAൽ Prayiq uणaङङikkiटटuq.
+shuffled_train_malayalam_male_mono_09972 $patinAl maणikkUरilEरe dIർघicca pOrAटटattilAण tOlppiccat.
+shuffled_train_malayalam_male_mono_09973 $samaya parimitikaൾ uणटeङkiluq,saqskRtaq pruPरIडiqg,टऐppiqg enniwayiൽ ceरiya sahAyaङङaൾ ceyyAN शramiccu nOkkAq.
+shuffled_train_malayalam_male_mono_09974 $appOൾ peटrUs awiटEkku wann APrikkaN BAषayilentO awanOटu paरaञञu.
+shuffled_train_malayalam_male_mono_09975 $itin kAraणaq hessayAणenn iyAൾ saqशayiccu.
+shuffled_train_malayalam_male_mono_09976 $praशasta saqgItajञaN kaളikkAraN enniwaruq paटटikayil uणट.
+shuffled_train_malayalam_male_mono_09977 $tIykku nalla cUटallE.
+shuffled_train_malayalam_male_mono_09978 $nAdiyayuटe Aर sahOdaranmAr kollappeटटu,tAmasiyAte ammayuq.
+shuffled_train_malayalam_male_mono_09979 $pakषE,dAttu awaളe muरikku weളiyilEkku walicciZacc lOkkappiൽ koणटucenniटटu.
+shuffled_train_malayalam_male_mono_09980 $iwaർkk sऔhRdattiNरe aटayAളamAya muttumAla keटटikkoटuttu.
+shuffled_train_malayalam_male_mono_09981 $niwaർttiya patraq maटakki weളളaq niरacca kuटattiൽ cAri waccu.
+shuffled_train_malayalam_male_mono_09982 $rOgAणuwiNरe uरawiटaq rOgaq bAधicca AളukaളAण rOgAणuwiNरe praधAna uरawiटaq.
+shuffled_train_malayalam_male_mono_09983 $pakषe kuरaccu kUटi शramaq wEणaq.
+shuffled_train_malayalam_male_mono_09984 $taङkaq ciणuङङikkoणटu paरaञञu kaZiञञa waർषaङङaളiൽ rAjEटटaNरe kUटe cuररiyaटicca peणणuङङaളOट.
+shuffled_train_malayalam_male_mono_09985 $kaणणuq talayuq iruटटiccu pOyi.
+shuffled_train_malayalam_male_mono_09986 $atumalleङkil granथakaർttAwO,prasAधakarO pratyEka anumati nalkaणaq.
+shuffled_train_malayalam_male_mono_09987 $kEraളattile taZappAya karakऔशala toZiline kuरicc टeksररayiൽs mantrAlayaq ke.
+shuffled_train_malayalam_male_mono_09988 $ANरaणi,धanamantri praणab muखaർji enniwaർ eटutta nilapAटuq शradधEyamAyi.
+shuffled_train_malayalam_male_mono_09989 $pratIkषayAർnna waർषaङङaൾ nIङङi tऐkaളellAq kulaccu.
+shuffled_train_malayalam_male_mono_09990 $wEgattiൽ kEsukaളiൽ tIർpp kalpikkAN wEणटi mAtramAण,naटapaटikk hऐkkOटati tAtparyaq prakaटippiccat.
+shuffled_train_malayalam_male_mono_09991 $oटuwiൽ ayAൾ paरaञञu orikkaൽ niङङaൾ eNरe kuटiliൽ uरaङङiyiटटuणट.
+shuffled_train_malayalam_male_mono_09992 $awaye nOkkumpOൾ enikkawa laBikkillallO ennOർttu duHखaq waruq.
+shuffled_train_malayalam_male_mono_09993 $kuञञuङङaളeyuq kUटe kUटटi.
+shuffled_train_malayalam_male_mono_09994 $wijayaq suniशcitaq enna pEril,pustakattinरe pariBAषa डi,si bukks.
+shuffled_train_malayalam_male_mono_09995 $kocciyiൽ ninn EtAणट kilOmIररaർ akaleyAण eणणa kaणटettAnuളളa pratIkषayOटe kiणaർ kuZiccat.
+shuffled_train_malayalam_male_mono_09996 $kaളikku muNpE poटटitteरikaളAl शradधanEटiya kaളikkAri pUjyaq raणटin parAjayappeटटu.
+shuffled_train_malayalam_male_mono_09997 $awanuq kAryaq naटakkillennu tOnni.
+shuffled_train_malayalam_male_mono_09998 $aङङaneyAण शiwarAmaN mAsररaർ kuरiccutanna wilAsawuq eNरe sampAdyattiൽ ninn Ayiraq rUpayumAyi bAqglUrilEkk puरappeटटat.
+shuffled_train_malayalam_male_mono_09999 $entAण saqBawikkunnatenn aरiyunna tinu muNputanne awaർ tAZe oru taरayilettiyirunnu.
+shuffled_train_malayalam_male_mono_10000 $pinnil kUटe kayaरi wann minnalppiणaർ wEgattil Akramiccu.
+shuffled_train_malayalam_male_mono_10001 $kEraളa sarkArinरe nikषEpawuq jaർmaN Paणटiङ EjaNsiyAya ke eP डabളyuwinरe wAypayuq uൾppeटe.
+shuffled_train_malayalam_male_mono_10002 $nampUtiriyuटe kAർmmikatwattil mahAsaർwwऐशwaryapUja naटannu.
+shuffled_train_malayalam_male_mono_10003 $raणट ceरuppakkAർ oru kuटटiye rakषiccu.
+shuffled_train_malayalam_male_mono_10004 $utpAdippikkunna eटट lakषaq yantraङङaളuटe mutalmuटakk EkadEशaq EZ lakषatti eൺpatti eणणAyiraq rUpa wareyAyirikkumennuq paरayunnu.
+shuffled_train_malayalam_male_mono_10005 $wIटटuटamaye pUटटiyiटट maർdicca saqBawattil sahOdaraN uൾppeटe mUnnupEr taटawil.
+shuffled_train_malayalam_male_mono_10006 $ituprakAraq saqsथAnatt,Ekkaർ BUmi kaർषakaർkk tirike naൽkuq.
+shuffled_train_malayalam_male_mono_10007 $oटuwiൽ टIq skOർ,nilkke,seञcwaरikk nAlu रaൺs akale षakkIbuq puरattAyi.
+shuffled_train_malayalam_male_mono_10008 $AZca cantakaൾ,ikkOषOppukaൾ,mottawyApAra mAർkkaररukaൾ,klasररaർ cantakaൾ enniwa itiൽ uൾppeटunnu.
+shuffled_train_malayalam_male_mono_10009 $iqglaणट dEशIya टImin puरame mAञcasररaർ yuणऐररaड,ewaർटaൺ,डisi yuणऐररaड टImukaൾkkAyi tiളaङङiya tAraq.
+shuffled_train_malayalam_male_mono_10010 $sऐररil ninn aरiyuwAN paररi.
+shuffled_train_malayalam_male_mono_10011 $BArya mArAwaटटe Aरeणणawuq.
+shuffled_train_malayalam_male_mono_10012 $karimpaN kAटटu Aण kUटutalAyi kAणappeटunna pakषi.
+shuffled_train_malayalam_male_mono_10013 $jOliyil wIणटUq cennapAटE kiटटiya niർddEशaq ऐlaNडile sररOkk weriPikkEषaN onnu kUटi naटattaणaq.
+shuffled_train_malayalam_male_mono_10014 $pAZcceटi paटaർnnu piटicca sथalaङङaളil rOgaq paटarAnuളളa sAधyatakaളuणटenna lOkArOgya saqघaटanayuटe nigamanaq nilanilkkunna sAhacaryattil pakaർccawyAधikaൾ uणटAkAte sUkषikkAnuളളa widagdधOpadEशaq ArOgya wakuppin nalkuq.
+shuffled_train_malayalam_male_mono_10015 $nirawaधi wऐtaraणi kaटannAण saർkkas munnOटटupOyat.
+shuffled_train_malayalam_male_mono_10016 $iwaർ tirakkaथa samaർppicca शEषaq grANड jUरikk munniൽ aBimuखattin hAjarAyi.
+shuffled_train_malayalam_male_mono_10017 $saञcAri naർttakiyOटorikkaൽkkUटi nRttaq ceyyAmO,naർttaki illa.
+shuffled_train_malayalam_male_mono_10018 $शrIkRषणapparuntenna sinimayiൽ oru sIniൽ kOणakaq uटuttAण aBinayiccat.
+shuffled_train_malayalam_male_mono_10019 $ennAൽ itiൽ manasu maटukkAte kEraളaq naटattiya tuटaർ pariशramaङङaൾkk ippOൾ prAraqBa रऔणटiൽ wijayaq.
+shuffled_train_malayalam_male_mono_10020 $itin muNp kEndra,kEraളa sAhitya akkAdami awAർडukaൾ addEhaq nEटiyiटटuणट.
+shuffled_train_malayalam_male_mono_10021 $mUnn niyama widyAർtथikaൾ piटiyil.